{"id":"W4390241019","doi":"10.4103/jdds.jdds_8_23","title":"A 60-week Real-world Experience with Guselkumab in Patients with Moderate-to-Severe Plaque Psoriasis Including Patients with Malignancy: A Retrospective Study from Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Dermatology & Dermatologic Surgery","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Plaque psoriasis; Medicine; Malignancy; Psoriasis; Dermatology; Retrospective cohort study; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002080788,0.0006713265,0.001980328,0.001012829,0.0003915327,0.00004276026,0.0004429849,0.0002829845,0.0001309294],"category_scores_gemma":[0.0001045646,0.0004502972,0.0001269278,0.001400176,0.0001724028,0.0004336832,0.0001452992,0.0006260625,0.00002852577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004017,"about_ca_system_score_gemma":0.001566273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1556988,"about_ca_topic_score_gemma":0.765646,"domain_scores_codex":[0.9958645,0.0007436669,0.001283649,0.0007188407,0.0003909325,0.0009984078],"domain_scores_gemma":[0.9968249,0.0008696042,0.001105839,0.0004970657,0.0005478986,0.0001546558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008532948,0.001289686,0.9751224,0.00001336986,0.001308735,0.005436949,0.004350163,0.0001142123,0.000008249891,0.000005705797,0.003635432,0.0001821504],"study_design_scores_gemma":[0.009448941,0.000636061,0.9856825,0.0002826873,0.000290203,0.0005132212,0.00174052,0.00000163725,0.0005909898,0.00002990084,0.0002100253,0.000573257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976501,0.0001108366,0.000009958575,0.0003275281,0.0008198886,0.0008192565,0.00009571043,0.00007058539,0.00009611172],"genre_scores_gemma":[0.9990838,0.00002551199,0.0001139387,0.0002683264,0.00001699929,0.0001387065,0.000213205,0.00005513556,0.00008435898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6099472,"threshold_uncertainty_score":0.9997949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933725643659487,"score_gpt":0.2218555486523578,"score_spread":0.202518292215763,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}